Spiking Neural Networks

Developing energy-efficient robotic control systems using SNNs with R-STDP and TD3 reinforcement learning

Designing third-generation neural networks that use discrete spikes to analyze ECG, PPG, and tactile sensing streams with neuromorphic efficiency.